Technology for public safety that can stand up to scrutiny.

Calynx turns complex public safety policy and research problems into working technical systems.

01
Secure data & evidence platforms
02
Applied AI & product delivery
03
Standards & certification

01 / Current work

Two programs. One operating principle.

Build the full path from public need to a system people can inspect, test, and use—without hiding the hard decisions inside a black box.

Flagship program SafePrint

Safety standards that can survive contact with real products.

SafePrint is a neutral, pre-competitive effort focused on practical 3D-printer safety standards, certification, and compliance infrastructure. Calynx leads implementation and systems architecture across the program’s technical trust boundaries.

  • 01
    Policy into architecture

    Translate public-safety goals into testable technical requirements and system boundaries.

  • 02
    OEM-realistic implementation

    Pressure-test assumptions across printers, slicers, firmware, services, and update models.

  • 03
    Privacy-preserving trust

    Design for signed authorization, local verification, auditability, and bounded data exposure.

Authorization path Reference architecture
Trusted non-profit registry

Issues the keys, not the printer vendor.

Private key Public key

Registry keys: private to the CPAM; public to the printer.

Slicer

Arranges the models.

CPAM

Certified Print Authorization Module

Runs with the slicer, locally or in the cloud. Two inputs in, only authorized g-code out.
Illustration of an enclosed desktop 3D printer
Printer

Verifies the signature and prints only if authorized.

Inside the CPAM: four checks, in order

  1. 1Correspondence

    The g-code reconstructs exactly the parts you submitted.

  2. 2No hidden parts

    Real parts are watertight; supports are not, so anything hidden shows.

  3. 3No regulated geometry

    Each part is screened against the signature list of regulated components.

  4. 4Authorize

    On pass, the g-code is cryptographically signed for the printer.

Current engagement

Working with state and consortium stakeholders while inviting OEM input before technical requirements harden.

Applied platform work FAI + CourtListener

Turn fragmented public records into reviewable intelligence.

Calynx is building a federal-first workflow that discovers firearm-related matters, acquires available court records, extracts business entities, and gives reviewers a source-linked path from a case filing to a candidate lead.

Evidence rule

No opaque “bad actor” score. A lead stays tied to the underlying record, visible criteria, known gaps, and human review.

Evidence path Federal-first
  1. 01
    Discover matters

    CourtListener and targeted legal-source queries.

  2. 02
    Acquire records

    RECAP, selected PACER documents, and preserved provenance.

  3. 03
    Resolve entities

    Retailers, organizations, locations, aliases, and relationships.

  4. 04
    Review the lead

    Source excerpts, counter-signals, gaps, and exportable findings.

02 / How we operate

A policy brief is the start. We carry it into the system.

Calynx works where strategy, architecture, data, and delivery meet. The same senior team stays close enough to the problem to preserve the original public-interest goal through implementation.

  1. 01

    Frame the decision

    Make the objective, authority, users, harms, and non-goals explicit.

    STRATEGY
  2. 02

    Map the trust boundaries

    Separate sources, governance, private execution, and verification responsibilities.

    ARCHITECTURE
  3. 03

    Build the evidence path

    Preserve provenance, review state, confidence boundaries, and auditability.

    DATA
  4. 04

    Deliver a working surface

    Prototype, test with domain experts, and harden the parts that earn continued use.

    PRODUCT
Capability ledger Senior-led delivery
S/A

Standards & system architecture

Technical requirements, trust boundaries, certification flows, and implementation choices.

E/D

Evidence & data infrastructure

Source acquisition, provenance, entity resolution, audit controls, APIs, and review state.

P/O

Product & operational delivery

Analyst workflows, partner-facing tools, prototypes, delivery plans, and production handoff.

AI/H

AI with human accountability

Machine-assisted extraction and analysis with visible sources, rules, gaps, and review gates.

David Goldberg, founder and CEO of Calynx
David Goldberg Founder & CEO

03 / Company

Built for consequential work.

Calynx is a senior-led technology company working at the intersection of public safety, standards, applied AI, and product delivery.

Founder and CEO David Goldberg is a former senior product and technology leader at Meta, Capital One, and CVS Health. He leads Calynx’s product strategy, systems architecture, and partner delivery.

The company collaborates with government, academic, nonprofit, and industry partners to turn complex public-interest problems into durable technical infrastructure.

Company
Calynx Technologies, Inc.
Focus
Standards, evidence systems, applied AI
Operating model
Senior-led, partner-built
Based in
New York

04 / Start a conversation

Bring us the hard part.

We work with policy leaders, researchers, nonprofits, industry groups, and technical teams on systems where the evidence, governance, and implementation all matter.

hello@calynx.ai